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Generative AI
MiniMax Sparse Attention (MSA): Two-Branch Block-Sparse Attention Trained on 109B-Parameter MoE with a 3T-Token Budget
MiniMax released MSA (MiniMax Sparse Attention), a sparse attention method built specifically on Grouped Query Attention (GQA). Target one bottleneck:…
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Generative AI
OpenAI’s Deployment Simulation Extends Pre-Deployment Risk Assessment to Agentic Coding Through Simulated Tool Calls
OpenAI published a new pre-deployment safety method called Deployment Simulation. The idea is direct. Before…
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Generative AI
How to Build Memory-Efficient Transformers with xFormers Using Packed Sequences, GQA, ALiBi, SwiGLU, and Causal Attention
print("n" + "="*70 + "n4. Variable-length packed batch — no padding wasten" + "="*70) seqlens = [37, 120, 8, 200]…
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Self Aware
Oliver Sacks On The Necessity Of Our Deception – The Marginalian
“Our ordinary consciousness,” wrote William James in his pioneering work on transcendental experience, “is one special kind of consciousness, while…
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Reactive Machines
Safeguard your agentic AI applications with the Amazon Bedrock Guardrails InvokeGuardrailChecks API
Today, we’re announcing a new API with Amazon Bedrock Guardrails. With this API, you can apply individual safeguards, also referred…
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ANI
Retinal Imaging and AI Predict Risk of Early Alzheimer's
Summary: New research that used artificial intelligence to analyze normal eye images has opened up a cheap, non-invasive way to…
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Reactive Machines
Sethula ukugcinwa kwesikhashana kwesiqukathi ku-Amazon SageMaker AI ukuze uthole imodeli esheshayo yokukala
Namuhla, sijabulile ukumemezela ukugcinwa kwesithombe sesitsha se-Amazon SageMaker AI inference, intuthuko enkulu elandelayo ohambweni lwethu lokuthuthukisa ukukala olusheshayo. Lokhu kusheshisa…
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Self Aware
The Seven Layers of Selfhood in Literature and Life – The Marginalian
“A person’s identity,” Amin Maalouf wrote as he contemplated what he so poetically called the genes of the soul, “is…
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Reactive Machines
Parallelize speculative decoding with P-EAGLE on Amazon SageMaker AI
As large language models (LLMs) grow in size and complexity, maximizing inference throughput while minimizing latency remains a critical challenge for enterprise production deployments.…
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Generative AI
Meet Qwen-RobotSuite: Three Embodied AI Models for VLA Manipulation, Video World Modeling, and Navigation
The Qwen team has released three embodied AI models, grouped as Qwen-Robot-Suite. The three are Qwen-RobotManip, Qwen-RobotWorld, and Qwen-RobotNav. Each…
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